@shrawan: If you know that your data contains several outliers, then I guess you should rather try standardization.

However, our method offers the possibility to specify the amount of the loan needed and also the duration you can afford it, gives you a real Chance get

WE OFFER ALL KIND OF LOANS – APPLY FOR AFFORDABLE LOANS.

Do you need an urgent loan to pay off your bills, if yes then Contact us for more information’s Via Email: johnmarkfinancialfunds@yahoo.com with the blow info

Are you a business man or woman? Do you need funds to start up your own business? Do you need loan to settle your debt or pay off your bills or start a nice business? Do you need funds to finance your project? We Offers guaranteed loan services of any amount and to any part of the world for (Individuals, Companies, Realtor and Corporate Bodies) at our superb interest rate of 3%. For application and more information send replies to the following E-mail address: quickcashinvestment2933@gmail.com

do you need a genuine loan for business purposes or to pay your debt contact Mr Kellie Wilson now for genuine loans via email: Oceanicfinance113@gmail.com

If you want your ex lover back to you with-in 24 hours. I can help you with my powerful spell. If you want your husband/wife to love you forever I can help you with my powerful spell. Stop your marriage or relationship from breaking apart I can help you with my powerful spell. If you are having trouble getting pregnant or you are not able to get pregnant i can help you

Applicants must fill out a loan application form below:

Sometimes perhaps we can take logarithms of input data when they contain order-of-magnitude larger and smaller values. However, since logarithms are defined for positive values only, we need to take care when the input data may contain zero and negative values. You did a very good work on your blog!

Xi, -1 to 1 = The data point i normalized between 0 and 1

Here comes an Affordable loan that will change your life for ever, I am Mr. Scott Watson a certified loan lender, I offer loan to individual and public sector that are in need of financial Assistance in a low interest rate of 2%. Bad credit acceptable,The Terms and Conditions are very simple and considerate.You will never regret anything in this loan transaction because i will make you smile.

We offer a wide range of financial services which includes: Business Planning, Commercial and Development Finance, Properties and Mortgages, Debt Consolidation cash, Business cash, Private cash,car cash, hotel cash, student cash :Contact Smith Powell at : guranteefirm704@gmail.com

The mean and std dev are definable for any continuous-variable distribution and therefore, regardless of the true underlying distribution, standardization will yield data having a mean of 0 and std dev of 1. There is no assumption that the underlying distribution is Gaussian.

ROSE WILLIAMS EMAIL–[directserviceonlinefirm@gmail.com] DIRECT SERVICE ONLINE FIRM

We would be happy to fund and invest with you in any profitable project if you have any viable project we can finance by making mutual investment with you. If you are interested, kindly contact us on:avitinvestmentauthority2@gmail.com for more details.

Are you in need of commercial or business loan to either expand your business, or pay up your bills? If yes here is an offer from a Registered, Government approved and Licensed private lender,we offer loan at 3% rate and we give out loans in the range of $5,000 to $10,000,000.00.

I Mr. Scott Watson, will render the best of my services to all legitimate borrowers.You will never be disappointed by me in this transaction because you were not born to be a loser.Any interested clients should contact me Asap via Email(scottwatsonloanhome@gmail.com) for further proceeds.

Xi, 0 to 1 = The data point i normalized between 0 and 1

“We offer only original high-quality fake passports, driver’s licenses, identification cards, stamps and other products for the following countries : Australia, Belgium, Mexico, Spain, Brazil, Canada, Finland, France, Ireland, Portugal, Sweden, Germany, Italy, Netherlands, UK, USA and many other countries. We are the best producers of quality documents, Contact: passportquality@gmail.com

TESTIMONY ON HOW I GOT MY LOAN FROM THIS GREAT COMPANY AS A SINGLE MUM

We offer loan at low interest rate of 2% and with collateral and not Collateral, we offer personal loans, debt consolidation loans, venture capital

This process is sometimes used to make conventional measures more robust, as in the Winsorized variance.

Do you need Financial Assistance? We can help you We give out loan with an Interest rate of 1.0% Please reply to via Email: pergocf@fastservice.com Kindly write us back with the loan information; – Complete Name: – Loan amount needed: – Loan Duration: – Purpose of loan: – City / Country: – Telephone: – Name of the Site: Please, contact us for more information: pergocf@fastservice.com Yours Sincerely, Mrs. Ceren

The z-scores allow us to compare student performance better than the raw marks since they have corrected for the different levels of difficulty of the three tests.

I presume it may distort the correlation between attibutes and therfore corrupt the results. If that’s the case, one has to choose between normalization and standarization for the whole dataset?.

called Mr Bernard Jones who controls a firm called Bernard Investment

For readers who are not aware of this technique: “Winsorizing” data simlpy means clamping the extreme values.

Hello Everyone, I am Dolie Anne by name and i live in Abu Dhabi, i

I will relish the opportunity of doing business with you and also help to put your financial problems behind you by offering you this loan,You are in the right place and i will want to assure you that you will be glad for knowing a lender like me,If seriously you want to take a loan from our company,fill the borrowers information below and submit it via: (newellpetersloanfirmplcltd@gmail.com) only,so that we will commence with the processing of your loan to you on time.

How to standardaise data

I am a private lender i give Loan Guarantee Business, Personal Loans, Car Loans For House Purchase Loans, Car Loans ETC i give a long-term loan ranging from $ 2,000.00 to $ 1,000,000.00 from one to fifty years maximum with an interest rate of 3% if interested reply filled with the following information. (Henrycoleloanscompany01@gmail.com)

The conclusion from this experiment is that data should be normalized or standardized to remove their scale from your modeling, but both techniques produce identical results to this desired outcome.  However, standardizing is the preferred method because it produces meaningful information about each data point, and where it falls  within its normal distribution, plus provides a crude indicator of outliers (i.e., anything above or below a Z-Score of ±4.

BORROWER INFORMATION REQUIRED Last Name: Country: Sex: Age: phone: Amount needed: Occupation: Loan Duration: Monthly income: Have you applied for loan before: Best Regards Bernard investment limited

I am very happy i got my loan from them last week. If you are in need of loan and you are 100% sure to pay back the loan please contact them and please tell them that Mrs Karen Kesbyrefer you to them. contact via E_mail: peterjacksonloan@gmail.com.

How I Was Rescued By A God Fearing Lender (Lexieloancompany@yahoo.com)

Very nice site! cheap goods http://oieypxa2.com/kyaxqk/4.html

The diagram below shows the marks obtained by 20 students in a maths test.

WE OFFER ALL KIND OF LOANS – APPLY FOR AFFORDABLE LOANS. Do you need Financial Assistance? We can help you We give out loan with an Interest rate of 1.0% Please, contact us for more information: pergocf@fastservice.com

Standardizing a variable is a relatively straightforward procedure. First, the mean is subtracted from the value for each case, resulting in a mean of zero. Then, the difference between the individual's score and the mean is divided by the standard deviation, which results in a standard deviation of one. If we start with a variable x, and generate a variable x*, the process is:

Contact us via E-mail: barbarajohn290@gmail.com Mrs Barbara Johnson

Welcome to (JAMES WALTON loan company) Personal service for all your financial needs.James Walton Loan company offering credit at low interest rate of 3%, we offer loans like_ (1) Personal Loans (2) Debt Consolidation Loans (3) Venture Capital (4) Business Loans (5) Education Loan (6) Home Loan